Publications
Publications
- Symbolic Knowledge Extraction for Explainable Nutritional Recommenders (article in journal, 2023) — Matteo Magnini, Giovanni Ciatto, Furkan Cantürk, Reyhan Aydoǧan, Andrea Omicini
- Logic Programming library for Machine Learning: API design and prototype (paper in proceedings, 2022) — Giovanni Ciatto, Matteo Castigliò, Roberta Calegari
- A view to a KILL: Knowledge Injection via Lambda Layer (paper in proceedings, 2022) — Matteo Magnini, Giovanni Ciatto, Andrea Omicini
- KINS: Knowledge Injection via Network Structuring (paper in proceedings, 2022) — Matteo Magnini, Giovanni Ciatto, Andrea Omicini
- Semantic Web-based Interoperability for Intelligent Agents with PSyKE (paper in proceedings, 2022) — Federico Sabbatini, Giovanni Ciatto, Andrea Omicini
- Hypercube-Based Methods for Symbolic Knowledge Extraction: Towards a Unified Model (paper in proceedings, 2022) — Federico Sabbatini, Giovanni Ciatto, Roberta Calegari, Andrea Omicini
- On the Design of PSyKI: a Platform for Symbolic Knowledge Injection into Sub-Symbolic Predictors (paper in proceedings, 2022) — Matteo Magnini, Giovanni Ciatto, Andrea Omicini
- Shallow2Deep: Restraining Neural Networks Opacity through Neural Architecture Search (paper in proceedings, 2021) — Andrea Agiollo, Giovanni Ciatto, Andrea Omicini
- On the Design of PSyKE: A Platform for Symbolic Knowledge Extraction (paper in proceedings, 2021) — Federico Sabbatini, Giovanni Ciatto, Roberta Calegari, Andrea Omicini
- Expectation: Personalized Explainable Artificial Intelligence for Decentralized Agents with Heterogeneous Knowledge (paper in proceedings, 2021) — Davide Calvaresi, Giovanni Ciatto, Amro Najjar, Reyhan Aydoğan, Leon Van der Torre, Andrea Omicini, Michael I. Schumacher
- Towards Explainable Visionary Agents: License to Dare and Imagine (paper in proceedings, 2021) — Giovanni Ciatto, Amro Najjar, Jean-Paul Calbimonte, Davide Calvaresi
- GridEx: An Algorithm for Knowledge Extraction from Black-Box Regressors (paper in proceedings, 2021) — Federico Sabbatini, Giovanni Ciatto, Andrea Omicini
- Graph Neural Networks as the Copula Mundi between Logic and Machine Learning: A Roadmap (paper in proceedings, 2021) — Andrea Agiollo, Giovanni Ciatto, Andrea Omicini
- Towards cooperative argumentation for MAS: An actor-based approach (paper in proceedings, 2021) — Giuseppe Pisano, Roberta Calegari, Andrea Omicini
